Short Introduction
What kind kinf of data
Teams presentation
Analyse to understand the composition of Inazuma
Teams order
Teams presentation
This is it, the moment we’ve been waiting for is here ! Welcome Ladies and gentlemen on the most popular tournament event of all the time, The Footbal Fontrier International ! This year, 10 football teams pretend to the world champion ! The competition is about to start in the outstanding island of Liocott. I’m ENIONA Rapahël and i have the pleasure during the tournament to comment and also explain which football teams is likely to win this year.
Speak of the devil there we go the first team are coming on the stadium !
Mac Robingo
Paolo Bianchi
Tiago torres
Edgard
Mark evans
The African selection is here too but unfortunately we don’t have many informations about this team. This is the same for the Spanish selection.
And finally we’ve got the American selection with his captain Kruger !
Kruger
The tournament is about to start with all these teams. We can’t wait to see all of them on the field to determinate among all of them the best team of the world ! Nevertheless I could i managed to collect all the figure about all the player in the tournament in order to know which team has a bit of the cherry to win this year !
Let’s get started with a short presentation of the data !
Remarque: (On the anime we only see these team and not the 10 one so i decided to work only with the football team mentioned before)
This chart resume all the data we can find in our analyse
## # A tibble: 130 x 17
## Name Element Position FP TP Kick Body Control Guard Speed Stamina
## <chr> <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Mark~ Earth GK 125 135 53 53 49 80 52 69
## 2 Darr~ Wood GK 113 142 59 54 66 72 56 60
## 3 Jack~ Earth DF 113 116 40 53 62 66 49 65
## 4 Scot~ Wood DF 126 114 44 58 57 63 65 72
## 5 Arch~ Air DF 125 124 78 54 52 58 52 48
## 6 Tod ~ Fire DF 118 114 54 55 53 56 59 56
## 7 Nath~ Air DF 124 122 64 58 68 57 76 58
## 8 Hurl~ Air DF 132 117 75 70 51 61 51 71
## 9 Thor~ Air MF 124 137 56 80 53 62 50 71
## 10 Jord~ Wood MF 125 124 63 59 79 56 71 55
## # ... with 120 more rows, and 6 more variables: Guts <dbl>, Freedom <dbl>, `1st
## # Move` <lgl>, `2nd Move` <lgl>, `3rd Move` <lgl>, Equipe <chr>
First of all we can say that we’ve got a sample of 8 teams among the 10. Accumulate we have 130 soccer players in this tournament. We also have 17 some of them are numeric like () and some other are character like (). Let’s present all our variables in order to comprehend what kind of infomration we have about all the soccer players.
PE : Cela représente à quel point votre joueur est “en forme”. Plus la jauge est pleine, il sera au top de ses capacités. Plus la jauge se vide, il verra sa vitesse baissé et ses chances de gagner une confrontation diminuées.
PT : Permet l’utilisation de techniques spéciales,le coût de chacune d’elle sera soustrait à la valeur restante.
Frappe : La capacité à tirer avec succès. ( Y compris les passes )
Maîtrise : La capacité à garder possession du ballon. ( Techniques spéciales d’attaque ou dribble / esquive )
Précision : La capacité à utiliser des techniques spéciales avec succès.
Défense : La capacité à bloquer le tir d’un adversaire ou à lui prendre le ballon. ( Techniques spéciales de défense ou blocage / tacle )
Vitesse : Plus cette aptitude est élevée, plus le joueur est rapide sur le terrain.
Endurance : Plus cette aptitude est élevée, moins le joueur a de chances de voir baisser ses PE.
Interception : La capacité à intercepter un tir ou à recevoir une passe avec succès. ( Techniques spéciales de gardien ou arrêt / poing ) .
Chance : Plus cette aptitude est élevée, plus la possibilité d’un augmentation temporaire de la force d’une technique spéciale est grande. ( Critique )
## # A tibble: 130 x 14
## Name Element Position FP TP Kick Body Control Guard Speed Stamina
## <chr> <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Mark~ Earth GK 125 135 53 53 49 80 52 69
## 2 Darr~ Wood GK 113 142 59 54 66 72 56 60
## 3 Jack~ Earth DF 113 116 40 53 62 66 49 65
## 4 Scot~ Wood DF 126 114 44 58 57 63 65 72
## 5 Arch~ Air DF 125 124 78 54 52 58 52 48
## 6 Tod ~ Fire DF 118 114 54 55 53 56 59 56
## 7 Nath~ Air DF 124 122 64 58 68 57 76 58
## 8 Hurl~ Air DF 132 117 75 70 51 61 51 71
## 9 Thor~ Air MF 124 137 56 80 53 62 50 71
## 10 Jord~ Wood MF 125 124 63 59 79 56 71 55
## # ... with 120 more rows, and 3 more variables: Guts <dbl>, Freedom <dbl>,
## # Equipe <chr>
| Name | Element | Position | FP | TP | Kick | Body | Control | Guard | Speed | Stamina | Guts | Freedom | Equipe |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mark Evans | Earth | GK | 125 | 135 | 53 | 53 | 49 | 80 | 52 | 69 | 79 | 22 | Inazuma Japon |
| Darren LaChance | Wood | GK | 113 | 142 | 59 | 54 | 66 | 72 | 56 | 60 | 64 | 25 | Inazuma Japon |
| Jack Wallside | Earth | DF | 113 | 116 | 40 | 53 | 62 | 66 | 49 | 65 | 54 | 35 | Inazuma Japon |
| Scott Banyan | Wood | DF | 126 | 114 | 44 | 58 | 57 | 63 | 65 | 72 | 50 | 31 | Inazuma Japon |
| Archer Hawkins | Air | DF | 125 | 124 | 78 | 54 | 52 | 58 | 52 | 48 | 74 | 39 | Inazuma Japon |
| Tod Ironside | Fire | DF | 118 | 114 | 54 | 55 | 53 | 56 | 59 | 56 | 65 | 19 | Inazuma Japon |
| Nathan Swift | Air | DF | 124 | 122 | 64 | 58 | 68 | 57 | 76 | 58 | 40 | 23 | Inazuma Japon |
| Hurley Kane | Air | DF | 132 | 117 | 75 | 70 | 51 | 61 | 51 | 71 | 65 | 9 | Inazuma Japon |
| Thor Stoutberg | Air | MF | 124 | 137 | 56 | 80 | 53 | 62 | 50 | 71 | 68 | 20 | Inazuma Japon |
| Jordan Greenway | Wood | MF | 125 | 124 | 63 | 59 | 79 | 56 | 71 | 55 | 62 | 14 | Inazuma Japon |
| Caleb Stonewall | Fire | MF | 126 | 130 | 59 | 78 | 66 | 58 | 65 | 53 | 64 | 9 | Inazuma Japon |
| Jude Sharp | Air | MF | 123 | 126 | 63 | 59 | 79 | 52 | 68 | 56 | 68 | 17 | Inazuma Japon |
| David Samford | Wood | FW | 124 | 126 | 70 | 60 | 61 | 53 | 58 | 70 | 67 | 13 | Inazuma Japon |
| Shawn Froste | Air | FW | 120 | 120 | 61 | 59 | 72 | 59 | 77 | 62 | 57 | 7 | Inazuma Japon |
| Xavier Foster | Fire | FW | 111 | 129 | 71 | 63 | 67 | 58 | 69 | 51 | 60 | 9 | Inazuma Japon |
| Kevin Dragonfly | Wood | FW | 122 | 124 | 79 | 60 | 49 | 53 | 51 | 64 | 70 | 20 | Inazuma Japon |
| Austin Hobbes | Wood | FW | 120 | 130 | 72 | 56 | 60 | 55 | 60 | 56 | 57 | 42 | Inazuma Japon |
| Axel Blaze | Fire | FW | 133 | 123 | 78 | 66 | 62 | 58 | 63 | 60 | 60 | 13 | Inazuma Japon |
| Freddy | Fire | GK | 120 | 140 | 50 | 67 | 48 | 82 | 51 | 46 | 64 | 22 | Knights of Queen |
| Gareth | Earth | GK | 134 | 136 | 43 | 57 | 68 | 69 | 62 | 56 | 48 | 38 | Knights of Queen |
| Johnny G | Wood | DF | 128 | 127 | 52 | 62 | 67 | 68 | 62 | 62 | 54 | 13 | Knights of Queen |
| David | Earth | DF | 127 | 108 | 54 | 60 | 78 | 66 | 53 | 55 | 50 | 15 | Knights of Queen |
| Lance | Air | DF | 126 | 120 | 65 | 71 | 56 | 58 | 54 | 54 | 77 | 9 | Knights of Queen |
| Edge | Wood | DF | 123 | 117 | 54 | 54 | 53 | 71 | 69 | 58 | 62 | 17 | Knights of Queen |
| Martin | Fire | DF | 105 | 109 | 51 | 48 | 69 | 56 | 62 | 34 | 62 | 65 | Knights of Queen |
| Peter | Fire | MF | 133 | 103 | 51 | 66 | 60 | 53 | 56 | 71 | 57 | 15 | Knights of Queen |
| Gary | Earth | MF | 124 | 116 | 54 | 84 | 72 | 59 | 52 | 47 | 54 | 14 | Knights of Queen |
| Paul | Wood | MF | 125 | 109 | 55 | 58 | 60 | 54 | 59 | 60 | 57 | 47 | Knights of Queen |
| Eric | Fire | MF | 127 | 116 | 65 | 63 | 52 | 55 | 64 | 51 | 55 | 44 | Knights of Queen |
| Beat | Earth | MF | 137 | 107 | 65 | 62 | 44 | 43 | 56 | 64 | 66 | 38 | Knights of Queen |
| Mikey | Wood | MF | 130 | 122 | 55 | 53 | 69 | 51 | 71 | 60 | 51 | 43 | Knights of Queen |
| Edgar | Wood | FW | 126 | 119 | 96 | 71 | 58 | 47 | 57 | 48 | 57 | 26 | Knights of Queen |
| Philip | Earth | FW | 122 | 121 | 90 | 44 | 52 | 50 | 68 | 60 | 63 | 16 | Knights of Queen |
| Nick | Air | FW | 125 | 114 | 67 | 59 | 51 | 54 | 51 | 62 | 56 | 39 | Knights of Queen |
| Jorge | Fire | GK | 125 | 128 | 56 | 54 | 49 | 80 | 60 | 60 | 59 | 24 | The Empire |
| Lionel | Air | GK | 133 | 128 | 52 | 60 | 49 | 56 | 57 | 60 | 56 | 46 | The Empire |
| Therese | Fire | DF | 134 | 129 | 52 | 62 | 60 | 82 | 59 | 51 | 70 | 17 | The Empire |
| Julio | Wood | DF | 134 | 118 | 67 | 70 | 48 | 74 | 62 | 51 | 36 | 25 | The Empire |
| Gordo | Wood | DF | 126 | 102 | 49 | 58 | 60 | 73 | 52 | 42 | 77 | 20 | The Empire |
| Ramon | Earth | DF | 122 | 126 | 53 | 59 | 51 | 69 | 56 | 54 | 78 | 15 | The Empire |
| Hernan | Air | DF | 128 | 99 | 52 | 60 | 60 | 75 | 60 | 52 | 76 | 6 | The Empire |
| Esteban | Air | MF | 127 | 103 | 58 | 59 | 58 | 64 | 59 | 58 | 69 | 13 | The Empire |
| Sergio | Wood | MF | 126 | 105 | 47 | 60 | 52 | 70 | 65 | 55 | 64 | 22 | The Empire |
| Roberto | Air | MF | 122 | 108 | 68 | 60 | 54 | 65 | 79 | 62 | 58 | 3 | The Empire |
| Pablo | Air | MF | 128 | 99 | 68 | 71 | 48 | 60 | 60 | 52 | 60 | 15 | The Empire |
| Herman | Wood | MF | 124 | 115 | 53 | 77 | 40 | 60 | 52 | 45 | 40 | 64 | The Empire |
| Leone | Fire | FW | 130 | 120 | 68 | 58 | 44 | 68 | 76 | 41 | 52 | 30 | The Empire |
| Diego | Earth | FW | 125 | 117 | 61 | 59 | 66 | 60 | 56 | 60 | 71 | 6 | The Empire |
| Mario | Fire | FW | 136 | 103 | 50 | 61 | 52 | 57 | 58 | 50 | 52 | 52 | The Empire |
| Ricardo | Earth | FW | 128 | 106 | 43 | 40 | 40 | 56 | 41 | 67 | 40 | 108 | The Empire |
| Kid | Wood | GK | 100 | 129 | 72 | 40 | 44 | 75 | 75 | 37 | 67 | 20 | Unicorn |
| Alex | Earth | GK | 105 | 114 | 92 | 76 | 39 | 47 | 35 | 32 | 89 | 16 | Unicorn |
| Ted | Earth | DF | 121 | 144 | 47 | 40 | 45 | 55 | 68 | 48 | 62 | 56 | Unicorn |
| Tony | Fire | DF | 140 | 115 | 52 | 68 | 53 | 74 | 52 | 54 | 49 | 28 | Unicorn |
| Dyke | Air | DF | 128 | 86 | 76 | 73 | 34 | 80 | 37 | 32 | 73 | 27 | Unicorn |
| Domon | Wood | DF | 129 | 125 | 56 | 61 | 62 | 76 | 60 | 65 | 61 | 9 | Unicorn |
| Rob | Air | DF | 118 | 112 | 63 | 51 | 52 | 50 | 62 | 56 | 56 | 34 | Unicorn |
| Bob | Air | DF | 127 | 122 | 69 | 54 | 55 | 51 | 52 | 49 | 54 | 52 | Unicorn |
| Steve | Fire | MF | 132 | 107 | 52 | 68 | 52 | 54 | 49 | 64 | 70 | 20 | Unicorn |
| Ichinose | Wood | MF | 130 | 128 | 79 | 60 | 72 | 64 | 63 | 53 | 71 | 0 | Unicorn |
| Sean | Earth | MF | 118 | 135 | 49 | 58 | 72 | 43 | 40 | 40 | 44 | 69 | Unicorn |
| Mark | Wood | MF | 131 | 130 | 68 | 88 | 64 | 57 | 58 | 57 | 54 | 4 | Unicorn |
| Sammy | Wood | MF | 132 | 98 | 32 | 37 | 36 | 36 | 75 | 76 | 78 | 62 | Unicorn |
| Dylan | Fire | FW | 125 | 110 | 95 | 52 | 60 | 47 | 51 | 60 | 62 | 8 | Unicorn |
| Michele | Earth | FW | 125 | 124 | 62 | 66 | 69 | 55 | 50 | 60 | 53 | 10 | Unicorn |
| Eddie | Fire | FW | 128 | 102 | 59 | 57 | 63 | 56 | 56 | 58 | 52 | 27 | Unicorn |
| Blasi | Air | GK | 107 | 124 | 63 | 50 | 72 | 86 | 32 | 36 | 83 | 12 | Orpheus |
| Daniele | Fire | GK | 136 | 136 | 48 | 68 | 53 | 75 | 66 | 37 | 61 | 24 | Orpheus |
| Vento | Air | DF | 126 | 122 | 42 | 52 | 56 | 77 | 80 | 56 | 56 | 11 | Orpheus |
| Ottorino | Wood | DF | 140 | 126 | 60 | 66 | 61 | 72 | 53 | 56 | 61 | 13 | Orpheus |
| Gattuso | Fire | DF | 135 | 115 | 58 | 52 | 62 | 76 | 51 | 47 | 86 | 3 | Orpheus |
| Marco | Earth | DF | 132 | 122 | 56 | 61 | 65 | 66 | 62 | 68 | 56 | 5 | Orpheus |
| Giuseppe | Air | DF | 140 | 122 | 49 | 48 | 55 | 77 | 52 | 48 | 64 | 45 | Orpheus |
| Angelo | Air | MF | 115 | 133 | 50 | 53 | 64 | 68 | 72 | 48 | 58 | 23 | Orpheus |
| Giorgio | Earth | MF | 132 | 126 | 56 | 74 | 61 | 59 | 59 | 54 | 61 | 6 | Orpheus |
| Dante | Fire | MF | 140 | 124 | 83 | 70 | 52 | 51 | 51 | 42 | 76 | 7 | Orpheus |
| Gianluca | Wood | MF | 122 | 123 | 56 | 65 | 64 | 57 | 64 | 52 | 56 | 11 | Orpheus |
| Enrico | Earth | MF | 128 | 126 | 65 | 77 | 52 | 53 | 52 | 54 | 56 | 19 | Orpheus |
| Alessandro | Wood | MF | 100 | 148 | 61 | 62 | 62 | 57 | 63 | 58 | 56 | 3 | Orpheus |
| Hide Nakata | Earth | MF | 144 | 120 | 85 | 70 | 70 | 60 | 64 | 68 | 62 | 1 | Orpheus |
| Fidio | Wood | FW | 115 | 130 | 62 | 78 | 79 | 46 | 66 | 58 | 66 | 5 | Orpheus |
| Raffaele | Earth | FW | 120 | 118 | 70 | 60 | 52 | 63 | 71 | 48 | 60 | 16 | Orpheus |
| Falcao | Earth | GK | 120 | 136 | 49 | 61 | 52 | 72 | 59 | 62 | 56 | 40 | The Kingdom |
| Javali | Earth | GK | 121 | 137 | 76 | 56 | 63 | 76 | 40 | 47 | 75 | 5 | The Kingdom |
| Lagarto | Wood | DF | 124 | 117 | 50 | 51 | 50 | 68 | 69 | 64 | 68 | 20 | The Kingdom |
| Bagre | Air | DF | 122 | 116 | 47 | 59 | 58 | 66 | 48 | 60 | 61 | 9 | The Kingdom |
| Monstro | Fire | DF | 128 | 115 | 96 | 64 | 40 | 58 | 51 | 48 | 67 | 14 | The Kingdom |
| Formiga | Earth | DF | 123 | 121 | 51 | 56 | 62 | 70 | 60 | 56 | 57 | 17 | The Kingdom |
| Urso | Fire | DF | 130 | 122 | 50 | 58 | 56 | 66 | 53 | 51 | 51 | 38 | The Kingdom |
| Cavalo | Fire | DF | 110 | 132 | 68 | 60 | 68 | 64 | 44 | 44 | 71 | 13 | The Kingdom |
| Presa | Air | MF | 115 | 129 | 52 | 58 | 74 | 48 | 75 | 50 | 77 | 0 | The Kingdom |
| Borboleta | Air | MF | 118 | 110 | 67 | 60 | 69 | 62 | 65 | 64 | 48 | 5 | The Kingdom |
| Coruja | Earth | MF | 127 | 122 | 52 | 64 | 55 | 75 | 70 | 69 | 64 | -11 | The Kingdom |
| Leonardo | Wood | MF | 130 | 125 | 68 | 100 | 51 | 68 | 45 | 39 | 60 | 9 | The Kingdom |
| Tigre | Air | MF | 127 | 118 | 52 | 74 | 58 | 50 | 69 | 60 | 51 | 11 | The Kingdom |
| Roniejo | Fire | FW | 130 | 114 | 85 | 60 | 70 | 60 | 60 | 63 | 54 | 8 | The Kingdom |
| Gato | Fire | FW | 130 | 121 | 76 | 68 | 57 | 68 | 63 | 55 | 60 | -5 | The Kingdom |
| Grilo | Wood | FW | 133 | 125 | 63 | 58 | 57 | 55 | 58 | 49 | 62 | 19 | The Kingdom |
| Rococo | Earth | GK | 110 | 132 | 58 | 50 | 57 | 85 | 55 | 69 | 73 | 8 | Little Gigant |
| Kane | Wood | GK | 114 | 130 | 55 | 52 | 55 | 52 | 68 | 52 | 52 | 48 | Little Gigant |
| Windy | Air | DF | 115 | 104 | 68 | 57 | 69 | 60 | 78 | 50 | 45 | 17 | Little Gigant |
| Walter | Earth | DF | 130 | 120 | 63 | 65 | 60 | 71 | 45 | 48 | 49 | 40 | Little Gigant |
| Ginny | Wood | DF | 123 | 115 | 56 | 52 | 68 | 67 | 52 | 62 | 61 | 12 | Little Gigant |
| Marron | Fire | DF | 124 | 127 | 48 | 48 | 52 | 56 | 60 | 62 | 66 | 50 | Little Gigant |
| McCall | Fire | DF | 123 | 122 | 52 | 52 | 69 | 55 | 55 | 56 | 50 | 42 | Little Gigant |
| Shintei | Air | MF | 120 | 100 | 62 | 62 | 62 | 62 | 62 | 65 | 62 | 3 | Little Gigant |
| Yumu | Wood | MF | 128 | 108 | 59 | 76 | 62 | 58 | 48 | 48 | 61 | 26 | Little Gigant |
| Kito | Fire | MF | 128 | 114 | 64 | 60 | 61 | 60 | 49 | 61 | 76 | 1 | Little Gigant |
| Maxi | Air | MF | 127 | 120 | 60 | 62 | 79 | 68 | 56 | 58 | 62 | 4 | Little Gigant |
| Maygar | Earth | MF | 122 | 128 | 58 | 61 | 62 | 60 | 59 | 62 | 60 | 17 | Little Gigant |
| Ryuu | Air | MF | 136 | 125 | 73 | 63 | 50 | 52 | 60 | 60 | 55 | 13 | Little Gigant |
| Squid | Fire | FW | 119 | 132 | 43 | 70 | 57 | 71 | 53 | 55 | 70 | 18 | Little Gigant |
| Goushu | Fire | FW | 133 | 124 | 79 | 66 | 58 | 62 | 66 | 64 | 56 | 7 | Little Gigant |
| Drago | Wood | FW | 124 | 117 | 85 | 56 | 62 | 50 | 30 | 71 | 67 | 31 | Little Gigant |
| Fermin | Fire | GK | 129 | 134 | 45 | 45 | 47 | 97 | 40 | 66 | 70 | 28 | Red Matador |
| Juan | Earth | GK | 133 | 125 | 58 | 51 | 40 | 76 | 67 | 39 | 52 | 42 | Red Matador |
| Queraldo | Earth | DF | 134 | 101 | 68 | 61 | 45 | 63 | 66 | 67 | 51 | 22 | Red Matador |
| Jose | Air | DF | 118 | 110 | 43 | 45 | 61 | 73 | 52 | 56 | 55 | 45 | Red Matador |
| Rafael | Wood | DF | 122 | 120 | 45 | 59 | 55 | 76 | 48 | 74 | 62 | 21 | Red Matador |
| Antonio | Earth | DF | 130 | 103 | 54 | 62 | 48 | 65 | 52 | 40 | 79 | 29 | Red Matador |
| Laudi | Wood | DF | 123 | 108 | 57 | 66 | 40 | 64 | 63 | 54 | 59 | 5 | Red Matador |
| Joan | Wood | MF | 125 | 121 | 40 | 75 | 70 | 44 | 64 | 70 | 44 | 20 | Red Matador |
| Igor | Fire | MF | 130 | 119 | 52 | 68 | 78 | 55 | 60 | 67 | 44 | 27 | Red Matador |
| Miquel | Air | MF | 126 | 114 | 68 | 57 | 73 | 51 | 78 | 49 | 47 | 13 | Red Matador |
| Pedro | Air | MF | 124 | 102 | 69 | 58 | 60 | 33 | 76 | 54 | 49 | 39 | Red Matador |
| Carlos | Earth | MF | 128 | 115 | 51 | 73 | 56 | 56 | 51 | 79 | 47 | 6 | Red Matador |
| Samuel | Earth | FW | 120 | 109 | 66 | 74 | 59 | 43 | 71 | 44 | 64 | 25 | Red Matador |
| David | Wood | FW | 117 | 103 | 70 | 66 | 55 | 40 | 56 | 52 | 63 | 7 | Red Matador |
| Isaac | Air | FW | 125 | 114 | 67 | 76 | 56 | 49 | 82 | 42 | 52 | 16 | Red Matador |
| Federico | Fire | FW | 134 | 100 | 47 | 81 | 68 | 35 | 59 | 61 | 60 | 9 | Red Matador |
The new board shows us the same but without the technic used by the character because we don’t have enough infomartion to compare them and define the strongest. I decided then not to use it in our analyze.
| Name | Element | Position | FP | TP | Kick | Body | Control | Guard | Speed | Stamina | Guts | Freedom | Equipe | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Length:130 | Length:130 | Length:130 | Min. :100.0 | Min. : 86.0 | Min. :32.00 | Min. : 37.00 | Min. :34.00 | Min. :33.00 | Min. :30.00 | Min. :32.00 | Min. :36.00 | Min. :-11.00 | Length:130 | |
| Class :character | Class :character | Class :character | 1st Qu.:122.0 | 1st Qu.:114.0 | 1st Qu.:52.00 | 1st Qu.: 56.00 | 1st Qu.:52.00 | 1st Qu.:55.00 | 1st Qu.:52.00 | 1st Qu.:49.25 | 1st Qu.:54.00 | 1st Qu.: 9.00 | Class :character | |
| Mode :character | Mode :character | Mode :character | Median :125.5 | Median :120.0 | Median :58.50 | Median : 60.00 | Median :58.00 | Median :60.00 | Median :59.00 | Median :56.00 | Median :60.00 | Median : 17.00 | Mode :character | |
| NA | NA | NA | Mean :125.1 | Mean :119.3 | Mean :60.58 | Mean : 61.33 | Mean :58.31 | Mean :61.38 | Mean :58.78 | Mean :55.80 | Mean :60.56 | Mean : 21.72 | NA | |
| NA | NA | NA | 3rd Qu.:130.0 | 3rd Qu.:126.0 | 3rd Qu.:68.00 | 3rd Qu.: 66.00 | 3rd Qu.:64.75 | 3rd Qu.:68.75 | 3rd Qu.:65.00 | 3rd Qu.:62.00 | 3rd Qu.:66.75 | 3rd Qu.: 28.75 | NA | |
| NA | NA | NA | Max. :144.0 | Max. :148.0 | Max. :96.00 | Max. :100.00 | Max. :79.00 | Max. :97.00 | Max. :82.00 | Max. :79.00 | Max. :89.00 | Max. :108.00 | NA |
We’ve got over here a summary of our data in order to see many things as the capabilities of the players on this tournament. In the whole we can say that….
I decided to add a new variable in our chart in order to hav ea bette view on the capacities of our playsers. Basically i tried to made the mean of they skills on football. But I didn’t pu all the numeric data on the Mean to caracterize a player. In a nutshell I took only the variables that really matter when someone player football as his energy (FP), his aptitude to kick, to guard, to run (Speed), to resist (stamina and guts), the control of the ball and finally his power. Thanks to that im able to create a brand new variable based on all of these capacity in order to see mainly the global competence of each soccer players.
## # A tibble: 130 x 1
## Moyenne
## <dbl>
## 1 70
## 2 68
## 3 62.8
## 4 66.9
## 5 67.6
## 6 64.5
## 7 68.1
## 8 72
## 9 70.5
## 10 71.2
## # ... with 120 more rows
The mean of all the new data from the variable Mean is 67.73462. Then we can say that all the player above the mean can be consideraded as good basically and the players under the average isn’t.
## [1] 67.73462
## # A tibble: 68 x 15
## Name Element Position FP TP Kick Body Control Guard Speed Stamina
## <chr> <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Mark~ Earth GK 125 135 53 53 49 80 52 69
## 2 Darr~ Wood GK 113 142 59 54 66 72 56 60
## 3 Nath~ Air DF 124 122 64 58 68 57 76 58
## 4 Hurl~ Air DF 132 117 75 70 51 61 51 71
## 5 Thor~ Air MF 124 137 56 80 53 62 50 71
## 6 Jord~ Wood MF 125 124 63 59 79 56 71 55
## 7 Cale~ Fire MF 126 130 59 78 66 58 65 53
## 8 Jude~ Air MF 123 126 63 59 79 52 68 56
## 9 Davi~ Wood FW 124 126 70 60 61 53 58 70
## 10 Shaw~ Air FW 120 120 61 59 72 59 77 62
## # ... with 58 more rows, and 4 more variables: Guts <dbl>, Freedom <dbl>,
## # Equipe <chr>, Moyenne <dbl>
We can see that we’ve got 68 football players above the mean. This is amlmost the half of all the player on this tournament .
We can also caracterize our sample with the Element and the position he has.
##
## Air Earth Fire Wood
## 32 31 32 35
##
## DF FW GK MF
## 43 28 16 43
Thanks those table we can say that we have…. (les joueurs sont repartie sur l’ensmeble des elements pas un qui domine vraiement plus qu’un autre) On peut ensuite voir que sur la repartition des postes nous avon sun desequilibre ce qui est totaleme,nt normal car suivant la composition de la formation le nombre de joueus sur un meme poste peut varier par exemple ….
…..
| FP | TP | Kick | Body | Control | Guard | Speed | Stamina | Guts | Freedom | Moyenne | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| FP | 1.0000000 | -0.2136245 | -0.0063473 | 0.2433677 | -0.1418037 | 0.0222136 | -0.0330398 | 0.1920470 | -0.1413052 | 0.0023665 | 0.3757061 |
| TP | -0.2136245 | 1.0000000 | -0.0448096 | -0.0468908 | 0.1712603 | 0.2507756 | -0.0051295 | -0.0200671 | 0.0437013 | -0.0619349 | 0.0815928 |
| Kick | -0.0063473 | -0.0448096 | 1.0000000 | 0.1932640 | -0.0415935 | -0.2499198 | -0.0752582 | -0.1950782 | 0.1523087 | -0.3245601 | 0.4158876 |
| Body | 0.2433677 | -0.0468908 | 0.1932640 | 1.0000000 | 0.0808786 | -0.1887880 | -0.1226978 | -0.1075842 | -0.0954669 | -0.3982063 | 0.3992149 |
| Control | -0.1418037 | 0.1712603 | -0.0415935 | 0.0808786 | 1.0000000 | -0.1393605 | 0.1314514 | 0.1076379 | -0.1486225 | -0.3230320 | 0.3412105 |
| Guard | 0.0222136 | 0.2507756 | -0.2499198 | -0.1887880 | -0.1393605 | 1.0000000 | -0.2022923 | -0.0995551 | 0.1983701 | -0.1629342 | 0.1640473 |
| Speed | -0.0330398 | -0.0051295 | -0.0752582 | -0.1226978 | 0.1314514 | -0.2022923 | 1.0000000 | 0.0619098 | -0.2963802 | -0.1395957 | 0.1811447 |
| Stamina | 0.1920470 | -0.0200671 | -0.1950782 | -0.1075842 | 0.1076379 | -0.0995551 | 0.0619098 | 1.0000000 | -0.1552949 | -0.1260365 | 0.2722225 |
| Guts | -0.1413052 | 0.0437013 | 0.1523087 | -0.0954669 | -0.1486225 | 0.1983701 | -0.2963802 | -0.1552949 | 1.0000000 | -0.3256560 | 0.2518512 |
| Freedom | 0.0023665 | -0.0619349 | -0.3245601 | -0.3982063 | -0.3230320 | -0.1629342 | -0.1395957 | -0.1260365 | -0.3256560 | 1.0000000 | -0.7777150 |
| Moyenne | 0.3757061 | 0.0815928 | 0.4158876 | 0.3992149 | 0.3412105 | 0.1640473 | 0.1811447 | 0.2722225 | 0.2518512 | -0.7777150 | 1.0000000 |
| FP | TP | Kick | Body | Control | Guard | Speed | Stamina | Guts | Freedom | Moyenne | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Min. :-0.213624 | Min. :-0.21362 | Min. :-0.32456 | Min. :-0.39821 | Min. :-0.32303 | Min. :-0.24992 | Min. :-0.29638 | Min. :-0.19508 | Min. :-0.32566 | Min. :-0.77772 | Min. :-0.7777 | |
| 1st Qu.:-0.087172 | 1st Qu.:-0.04585 | 1st Qu.:-0.13517 | 1st Qu.:-0.11514 | 1st Qu.:-0.14058 | 1st Qu.:-0.17586 | 1st Qu.:-0.13115 | 1st Qu.:-0.11681 | 1st Qu.:-0.15196 | 1st Qu.:-0.32511 | 1st Qu.: 0.1726 | |
| Median : 0.002367 | Median :-0.00513 | Median :-0.04159 | Median :-0.04689 | Median : 0.08088 | Median :-0.09956 | Median :-0.03304 | Median :-0.02007 | Median :-0.09547 | Median :-0.16293 | Median : 0.2722 | |
| Mean : 0.118144 | Mean : 0.10499 | Mean : 0.07490 | Mean : 0.08701 | Mean : 0.09437 | Mean : 0.05387 | Mean : 0.04546 | Mean : 0.08456 | Mean : 0.04396 | Mean :-0.14885 | Mean : 0.2459 | |
| 3rd Qu.: 0.217707 | 3rd Qu.: 0.12643 | 3rd Qu.: 0.17279 | 3rd Qu.: 0.21832 | 3rd Qu.: 0.15136 | 3rd Qu.: 0.18121 | 3rd Qu.: 0.09668 | 3rd Qu.: 0.14984 | 3rd Qu.: 0.17534 | 3rd Qu.:-0.09399 | 3rd Qu.: 0.3875 | |
| Max. : 1.000000 | Max. : 1.00000 | Max. : 1.00000 | Max. : 1.00000 | Max. : 1.00000 | Max. : 1.00000 | Max. : 1.00000 | Max. : 1.00000 | Max. : 1.00000 | Max. : 1.00000 | Max. : 1.0000 |
…..
## [1] 61.38462
## [1] 60.57692
## [1] 61.33077
## [1] 58.30769
## [1] 58.78462
## [1] 55.8
## [1] 60.56154
(watch out we can not pu the color see why)
As a result we can say that we have more players in Inazuma Japon may be because this is the main character of the anime and they want to show all the best characters.
##
## Pearson's Chi-squared test
##
## data: total
## X-squared = 9.549, df = 7, p-value = 0.2156
L’equipe principale est celle d’inazuma Japon c’est l’equipe que nous allons analyser a fin de determiner si elle peut gagner le Mondial comme il est le cas dans l’anime.
| Name | Element | Position | FP | TP | Kick | Body | Control | Guard | Speed | Stamina | Guts | Freedom | 1st Move | 2nd Move | 3rd Move | Equipe | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Length:18 | Length:18 | Length:18 | Min. :111.0 | Min. :114.0 | Min. :40.00 | Min. :53.00 | Min. :49.00 | Min. :52.00 | Min. :49.00 | Min. :48.00 | Min. :40.00 | Min. : 7.00 | Mode:logical | Mode:logical | Mode:logical | Length:18 | |
| Class :character | Class :character | Class :character | 1st Qu.:120.0 | 1st Qu.:120.5 | 1st Qu.:56.75 | 1st Qu.:55.25 | 1st Qu.:53.00 | 1st Qu.:56.00 | 1st Qu.:52.00 | 1st Qu.:56.00 | 1st Qu.:57.75 | 1st Qu.:13.00 | NA’s:18 | NA’s:18 | NA’s:18 | Class :character | |
| Mode :character | Mode :character | Mode :character | Median :124.0 | Median :124.0 | Median :63.00 | Median :59.00 | Median :61.50 | Median :58.00 | Median :59.50 | Median :60.00 | Median :64.00 | Median :19.50 | NA | NA | NA | Mode :character | |
| NA | NA | NA | Mean :122.4 | Mean :125.2 | Mean :63.28 | Mean :60.83 | Mean :61.44 | Mean :59.83 | Mean :60.67 | Mean :60.94 | Mean :62.44 | Mean :20.39 | NA | NA | NA | NA | |
| NA | NA | NA | 3rd Qu.:125.0 | 3rd Qu.:129.8 | 3rd Qu.:71.75 | 3rd Qu.:62.25 | 3rd Qu.:66.75 | 3rd Qu.:61.75 | 3rd Qu.:67.25 | 3rd Qu.:68.00 | 3rd Qu.:67.75 | 3rd Qu.:24.50 | NA | NA | NA | NA | |
| NA | NA | NA | Max. :133.0 | Max. :142.0 | Max. :79.00 | Max. :80.00 | Max. :79.00 | Max. :80.00 | Max. :77.00 | Max. :72.00 | Max. :79.00 | Max. :42.00 | NA | NA | NA | NA |
As we can see on this summary wrap up all the data we could have seen during our analyze. This is interesting to interpret the strongest and the weakest player in Inazuma Japon…
## [1] 68.98611
| Name | Element | Position | FP | TP | Kick | Body | Control | Guard | Speed | Stamina | Guts | Freedom | 1st Move | 2nd Move | 3rd Move | Equipe | Moyenne |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mark Evans | Earth | GK | 125 | 135 | 53 | 53 | 49 | 80 | 52 | 69 | 79 | 22 | NA | NA | NA | Inazuma Japon | 70.000 |
| Hurley Kane | Air | DF | 132 | 117 | 75 | 70 | 51 | 61 | 51 | 71 | 65 | 9 | NA | NA | NA | Inazuma Japon | 72.000 |
| Thor Stoutberg | Air | MF | 124 | 137 | 56 | 80 | 53 | 62 | 50 | 71 | 68 | 20 | NA | NA | NA | Inazuma Japon | 70.500 |
| Jordan Greenway | Wood | MF | 125 | 124 | 63 | 59 | 79 | 56 | 71 | 55 | 62 | 14 | NA | NA | NA | Inazuma Japon | 71.250 |
| Caleb Stonewall | Fire | MF | 126 | 130 | 59 | 78 | 66 | 58 | 65 | 53 | 64 | 9 | NA | NA | NA | Inazuma Japon | 71.125 |
| Jude Sharp | Air | MF | 123 | 126 | 63 | 59 | 79 | 52 | 68 | 56 | 68 | 17 | NA | NA | NA | Inazuma Japon | 71.000 |
| David Samford | Wood | FW | 124 | 126 | 70 | 60 | 61 | 53 | 58 | 70 | 67 | 13 | NA | NA | NA | Inazuma Japon | 70.375 |
| Shawn Froste | Air | FW | 120 | 120 | 61 | 59 | 72 | 59 | 77 | 62 | 57 | 7 | NA | NA | NA | Inazuma Japon | 70.875 |
| Axel Blaze | Fire | FW | 133 | 123 | 78 | 66 | 62 | 58 | 63 | 60 | 60 | 13 | NA | NA | NA | Inazuma Japon | 72.500 |
Among all the player in Inazuma Japon we can say that only 9 of them are above the Mean. Half of the team can pretend to be a good player globaly.
Pour le test du khi deux !!
Le résultat nous indique trois valeurs :
X-squared, la valeur de la statistique du χ² pour notre tableau, c’est-à-dire une “distance” entre notre tableau observé et celui attendu si les deux variables étaient indépendantes. df, le nombre de degrés de libertés du test. p-value, le fameux p, qui indique la probabilité d’obtenir une valeur de la statistique du χ² au moins aussi extrême sous l’hypothèse d’indépendance.
Ici, le p est extrêmement petit (la notation < 2.2e-16 indique qu’il est plus petit que la plus petite valeur proche de zéro calculable par R), donc certainement en-dessous du seuil de décision choisi préalablement au test (souvent 5%, soit 0.05). On peut donc rejeter l’hypothèse d’indépendance des lignes et des colonnes du tableau.
#### Inazuma Japon par rapport aux autres equipes ####
The spider graph can help us to have a better view on the mean of all the team on this tournament. This graph shows us that on average all the team in this tournament have similarities. There is not big distance between all of them. Orpheus seems to be the best in control, guard, body and speed too. Only the Unicorn are less effective in guard.
There we go on this tournament you could have seen some fantastic players and teams ! However that would be interesting to try to gather all the best players in one team, i mean set up a new team made by all the greatest players. I came up with this idea because it will help us to define all the best player in each position.
This is it, it’s time to build up a team that is suppose to gather the best players in the entire world. In order to choose our players we are going to filter all the players by position to select only the best players in their position.
First of all let’s get started with the goalkeeper. To determine the most suitible I’ve chosen to only considerate the variables
| Name | Element | Position | FP | TP | Kick | Body | Control | Guard | Speed | Stamina | Guts | Freedom | 1st Move | 2nd Move | 3rd Move | Equipe | Moyenne |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mark Evans | Earth | GK | 125 | 135 | 53 | 53 | 49 | 80 | 52 | 69 | 79 | 22 | NA | NA | NA | Inazuma Japon | 70.000 |
| Darren LaChance | Wood | GK | 113 | 142 | 59 | 54 | 66 | 72 | 56 | 60 | 64 | 25 | NA | NA | NA | Inazuma Japon | 68.000 |
| Jorge | Fire | GK | 125 | 128 | 56 | 54 | 49 | 80 | 60 | 60 | 59 | 24 | NA | NA | NA | The Empire | 67.875 |
| Daniele | Fire | GK | 136 | 136 | 48 | 68 | 53 | 75 | 66 | 37 | 61 | 24 | NA | NA | NA | Orpheus | 68.000 |
| Javali | Earth | GK | 121 | 137 | 76 | 56 | 63 | 76 | 40 | 47 | 75 | 5 | NA | NA | NA | The Kingdom | 69.250 |
| Rococo | Earth | GK | 110 | 132 | 58 | 50 | 57 | 85 | 55 | 69 | 73 | 8 | NA | NA | NA | Little Gigant | 69.625 |
This is all the goalkeepers we could take to portect our goal. BUt we must take only one of them. The most importante varibale is the Guard so I decided to pick up the most good in Guard as show the classification below.
| Name | Element | Position | FP | TP | Kick | Body | Control | Guard | Speed | Stamina | Guts | Freedom | 1st Move | 2nd Move | 3rd Move | Equipe | Moyenne |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rococo | Earth | GK | 110 | 132 | 58 | 50 | 57 | 85 | 55 | 69 | 73 | 8 | NA | NA | NA | Little Gigant | 69.625 |
| Mark Evans | Earth | GK | 125 | 135 | 53 | 53 | 49 | 80 | 52 | 69 | 79 | 22 | NA | NA | NA | Inazuma Japon | 70.000 |
| Jorge | Fire | GK | 125 | 128 | 56 | 54 | 49 | 80 | 60 | 60 | 59 | 24 | NA | NA | NA | The Empire | 67.875 |
| Javali | Earth | GK | 121 | 137 | 76 | 56 | 63 | 76 | 40 | 47 | 75 | 5 | NA | NA | NA | The Kingdom | 69.250 |
| Daniele | Fire | GK | 136 | 136 | 48 | 68 | 53 | 75 | 66 | 37 | 61 | 24 | NA | NA | NA | Orpheus | 68.000 |
| Darren LaChance | Wood | GK | 113 | 142 | 59 | 54 | 66 | 72 | 56 | 60 | 64 | 25 | NA | NA | NA | Inazuma Japon | 68.000 |
Rococo is the best goalkeeper that we could have in our team !
Hector Helio
For now we msut do the same filter but this time with defenders. We need the 4th best defenders.
| Name | Element | Position | FP | TP | Kick | Body | Control | Guard | Speed | Stamina | Guts | Freedom | 1st Move | 2nd Move | 3rd Move | Equipe | Moyenne |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Edge | Wood | DF | 123 | 117 | 54 | 54 | 53 | 71 | 69 | 58 | 62 | 17 | NA | NA | NA | Knights of Queen | 68.000 |
| Therese | Fire | DF | 134 | 129 | 52 | 62 | 60 | 82 | 59 | 51 | 70 | 17 | NA | NA | NA | The Empire | 71.250 |
| Hernan | Air | DF | 128 | 99 | 52 | 60 | 60 | 75 | 60 | 52 | 76 | 6 | NA | NA | NA | The Empire | 70.375 |
| Domon | Wood | DF | 129 | 125 | 56 | 61 | 62 | 76 | 60 | 65 | 61 | 9 | NA | NA | NA | Unicorn | 71.250 |
| Lagarto | Wood | DF | 124 | 117 | 50 | 51 | 50 | 68 | 69 | 64 | 68 | 20 | NA | NA | NA | The Kingdom | 68.000 |
In order to pick up the best defenders for our team i decided to define the varaibles Guard as the most importe one as i did to select the goalkeeper.
## The following objects are masked from df_Excel_Inazuma (pos = 3):
##
## 1st Move, 2nd Move, 3rd Move, Body, Control, Element, Equipe, FP,
## Freedom, Guard, Guts, Kick, Moyenne, Name, Position, Speed,
## Stamina, TP
## The following object is masked from package:ggplot2:
##
## Position
| Name | Element | Position | FP | TP | Kick | Body | Control | Guard | Speed | Stamina | Guts | Freedom | 1st Move | 2nd Move | 3rd Move | Equipe | Moyenne |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Therese | Fire | DF | 134 | 129 | 52 | 62 | 60 | 82 | 59 | 51 | 70 | 17 | NA | NA | NA | The Empire | 71.250 |
| Domon | Wood | DF | 129 | 125 | 56 | 61 | 62 | 76 | 60 | 65 | 61 | 9 | NA | NA | NA | Unicorn | 71.250 |
| Hernan | Air | DF | 128 | 99 | 52 | 60 | 60 | 75 | 60 | 52 | 76 | 6 | NA | NA | NA | The Empire | 70.375 |
| Edge | Wood | DF | 123 | 117 | 54 | 54 | 53 | 71 | 69 | 58 | 62 | 17 | NA | NA | NA | Knights of Queen | 68.000 |
| Lagarto | Wood | DF | 124 | 117 | 50 | 51 | 50 | 68 | 69 | 64 | 68 | 20 | NA | NA | NA | The Kingdom | 68.000 |
Those our best defenders for our team Therese, Domon Herman and Edge.
The same filter for the midfielder. We need 4 of them. In order to select the best i decided to select the control as the best of the variable for a midfielder because they need to be accurate to pass the ball ahead or behind.
## The following objects are masked from df_Excel_Inazuma (pos = 3):
##
## 1st Move, 2nd Move, 3rd Move, Body, Control, Element, Equipe, FP,
## Freedom, Guard, Guts, Kick, Moyenne, Name, Position, Speed,
## Stamina, TP
## The following objects are masked from df_Excel_Inazuma (pos = 4):
##
## 1st Move, 2nd Move, 3rd Move, Body, Control, Element, Equipe, FP,
## Freedom, Guard, Guts, Kick, Moyenne, Name, Position, Speed,
## Stamina, TP
## The following object is masked from package:ggplot2:
##
## Position
| Name | Element | Position | FP | TP | Kick | Body | Control | Guard | Speed | Stamina | Guts | Freedom | 1st Move | 2nd Move | 3rd Move | Equipe | Moyenne |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Jude Sharp | Air | MF | 123 | 126 | 63 | 59 | 79 | 52 | 68 | 56 | 68 | 17 | NA | NA | NA | Inazuma Japon | 71.000 |
| Igor | Fire | MF | 130 | 119 | 52 | 68 | 78 | 55 | 60 | 67 | 44 | 27 | NA | NA | NA | Red Matador | 69.250 |
| Hide Nakata | Earth | MF | 144 | 120 | 85 | 70 | 70 | 60 | 64 | 68 | 62 | 1 | NA | NA | NA | Orpheus | 77.875 |
| Borboleta | Air | MF | 118 | 110 | 67 | 60 | 69 | 62 | 65 | 64 | 48 | 5 | NA | NA | NA | The Kingdom | 69.125 |
| Shintei | Air | MF | 120 | 100 | 62 | 62 | 62 | 62 | 62 | 65 | 62 | 3 | NA | NA | NA | Little Gigant | 69.625 |
| Maygar | Earth | MF | 122 | 128 | 58 | 61 | 62 | 60 | 59 | 62 | 60 | 17 | NA | NA | NA | Little Gigant | 68.000 |
Thanks to this classification, I’m able to determinate our best midfielder ! We have JUde Sharp, Igor, Hide Nakata and Borboleta.
| Name | Element | Position | FP | TP | Kick | Body | Control | Guard | Speed | Stamina | Guts | Freedom | 1st Move | 2nd Move | 3rd Move | Equipe | Moyenne |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Axel Blaze | Fire | FW | 133 | 123 | 78 | 66 | 62 | 58 | 63 | 60 | 60 | 13 | NA | NA | NA | Inazuma Japon | 72.50 |
| Fidio | Wood | FW | 115 | 130 | 62 | 78 | 79 | 46 | 66 | 58 | 66 | 5 | NA | NA | NA | Orpheus | 71.25 |
## # A tibble: 6 x 18
## Name Element Position FP TP Kick Body Control Guard Speed Stamina
## <chr> <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Xavi~ Fire FW 111 129 71 63 67 58 69 51
## 2 Axel~ Fire FW 133 123 78 66 62 58 63 60
## 3 Edgar Wood FW 126 119 96 71 58 47 57 48
## 4 Mich~ Earth FW 125 124 62 66 69 55 50 60
## 5 Fidio Wood FW 115 130 62 78 79 46 66 58
## 6 Gato Fire FW 130 121 76 68 57 68 63 55
## # ... with 7 more variables: Guts <dbl>, Freedom <dbl>, `1st Move` <lgl>, `2nd
## # Move` <lgl>, `3rd Move` <lgl>, Equipe <chr>, Moyenne <dbl>
As a conclusion you can say that this new team is made with players from different teams. However the picture below shows us something interesting. We can find on it some things like Paolo, one of the best striker in the tournament. We also have two players in defense from the Argentina. If you remember Argentina is supposed to be the best team to defend.
Meilleure equipe selon l’analyse
However, this team is supposed to be the best team because it gathers all the best players but when you watch the animation you would build up another team. This is totally normal because in the animation you have the capacity to see the evolution and some games so it helps you to define which player are better tahn another one. Indeed, this is why I decided to show my team based on the animation and not on figures.
Mon equipe pour le mondial
As we cann see you’ve got some differences. I chose to pick up the player Xavier the one with red hair, because in the animation he is the only one we see score a goal to Hectir Helio the best goalkeepers in the animation.
I decided to chose Mac Robingo instead of Axel blaze because in my opinion even though Axel is great striker in the Animation Mac shows us that how incredible he is. as we can see on the picture below, where Mac robingo managed to dribble Axel.
Mac Robingo face a Axel blaze
I also decided to pick up as defender Nathan swift and Shawn Frost as defenders on the side because on the animation they good as defender and such fast. Eric Eagle is also on my time because he is really good on the animation they call him “ball magician” during the match against Inazuma Japon Eric is just unstoppable.